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    "Multiple Time Frames\n",
    "============\n",
    "\n",
    "Best trading strategies that rely on technical analysis might take into account price action on multiple time frames.\n",
    "This tutorial will show how to do that with _backtesting.py_, offloading most of the work to\n",
    "[pandas resampling](http://pandas.pydata.org/pandas-docs/stable/timeseries.html#resampling).\n",
    "It is assumed you're already familiar with\n",
    "[basic framework usage](https://kernc.github.io/backtesting.py/doc/examples/Quick Start User Guide.html).\n",
    "\n",
    "We will put to the test this long-only, supposed\n",
    "[400%-a-year trading strategy](http://jbmarwood.com/stock-trading-strategy-300/),\n",
    "which uses daily and weekly\n",
    "[relative strength index](https://en.wikipedia.org/wiki/Relative_strength_index)\n",
    "(RSI) values and moving averages (MA).\n",
    "\n",
    "In practice, one should use functions from an indicator library, such as\n",
    "[TA-Lib](https://github.com/mrjbq7/ta-lib) or\n",
    "[Tulipy](https://tulipindicators.org),\n",
    "but among us, let's introduce the two indicators we'll be using."
   ]
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    "import pandas as pd\n",
    "\n",
    "\n",
    "def SMA(array, n):\n",
    "    \"\"\"Simple moving average\"\"\"\n",
    "    return pd.Series(array).rolling(n).mean()\n",
    "\n",
    "\n",
    "def RSI(array, n):\n",
    "    \"\"\"Relative strength index\"\"\"\n",
    "    # Approximate; good enough\n",
    "    gain = pd.Series(array).diff()\n",
    "    loss = gain.copy()\n",
    "    gain[gain < 0] = 0\n",
    "    loss[loss > 0] = 0\n",
    "    rs = gain.ewm(n).mean() / loss.abs().ewm(n).mean()\n",
    "    return 100 - 100 / (1 + rs)"
   ]
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    "The strategy roughly goes like this:\n",
    "\n",
    "Buy a position when:\n",
    "* weekly RSI(30) $\\geq$ daily RSI(30) $>$ 70\n",
    "* Close $>$ MA(10) $>$ MA(20) $>$ MA(50) $>$ MA(100)\n",
    "\n",
    "Close the position when:\n",
    "* Daily close is more than 2% _below_ MA(10)\n",
    "* 8% fixed stop loss is hit\n",
    "\n",
    "We need to provide bars data in the _lowest time frame_ (i.e. daily) and resample it to any higher time frame (i.e. weekly) that our strategy requires."
   ]
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from backtesting import Strategy, Backtest\n",
    "from backtesting.lib import resample_apply\n",
    "\n",
    "\n",
    "class System(Strategy):\n",
    "    d_rsi = 30  # Daily RSI lookback periods\n",
    "    w_rsi = 30  # Weekly\n",
    "    level = 70\n",
    "    \n",
    "    def init(self):\n",
    "        # Compute moving averages the strategy demands\n",
    "        self.ma10 = self.I(SMA, self.data.Close, 10)\n",
    "        self.ma20 = self.I(SMA, self.data.Close, 20)\n",
    "        self.ma50 = self.I(SMA, self.data.Close, 50)\n",
    "        self.ma100 = self.I(SMA, self.data.Close, 100)\n",
    "        \n",
    "        # Compute daily RSI(30)\n",
    "        self.daily_rsi = self.I(RSI, self.data.Close, self.d_rsi)\n",
    "        \n",
    "        # To construct weekly RSI, we can use `resample_apply()`\n",
    "        # helper function from the library\n",
    "        self.weekly_rsi = resample_apply(\n",
    "            'W-FRI', RSI, self.data.Close, self.w_rsi)\n",
    "        \n",
    "        \n",
    "    def next(self):\n",
    "        price = self.data.Close[-1]\n",
    "        \n",
    "        # If we don't already have a position, and\n",
    "        # if all conditions are satisfied, enter long.\n",
    "        if (not self.position and\n",
    "            self.daily_rsi[-1] > self.level and\n",
    "            self.weekly_rsi[-1] > self.level and\n",
    "            self.weekly_rsi[-1] > self.daily_rsi[-1] and\n",
    "            self.ma10[-1] > self.ma20[-1] > self.ma50[-1] > self.ma100[-1] and\n",
    "            price > self.ma10[-1]):\n",
    "            \n",
    "            # Buy at market price on next open, but do\n",
    "            # set 8% fixed stop loss.\n",
    "            self.buy(sl=.92 * price)\n",
    "        \n",
    "        # If the price closes 2% or more below 10-day MA\n",
    "        # close the position, if any.\n",
    "        elif price < .98 * self.ma10[-1]:\n",
    "            self.position.close()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's see how our strategy fares replayed on nine years of Google stock data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Start                     2004-08-19 00:00:00\n",
       "End                       2013-03-01 00:00:00\n",
       "Duration                   3116 days 00:00:00\n",
       "Exposure Time [%]                        2.79\n",
       "Equity Final [$]                     10017.44\n",
       "Equity Peak [$]                      10978.38\n",
       "Return [%]                               0.17\n",
       "Buy & Hold Return [%]                  703.46\n",
       "Max. Drawdown [%]                      -10.01\n",
       "Avg. Drawdown [%]                       -9.34\n",
       "Max. Drawdown Duration     2653 days 00:00:00\n",
       "Avg. Drawdown Duration     1410 days 00:00:00\n",
       "# Trades                                    4\n",
       "Win Rate [%]                            25.00\n",
       "Best Trade [%]                           9.69\n",
       "Worst Trade [%]                         -4.46\n",
       "Avg. Trade [%]                           0.08\n",
       "Max. Trade Duration          35 days 00:00:00\n",
       "Avg. Trade Duration          21 days 00:00:00\n",
       "Profit Factor                            1.11\n",
       "Expectancy [%]                           4.61\n",
       "SQN                                      0.01\n",
       "Sharpe Ratio                             0.01\n",
       "Sortino Ratio                            0.06\n",
       "Calmar Ratio                             0.01\n",
       "_strategy                              System\n",
       "_equity_curve                          Equ...\n",
       "_trades                      Size  EntryBa...\n",
       "dtype: object"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from backtesting.test import GOOG\n",
    "\n",
    "backtest = Backtest(GOOG, System, commission=.002)\n",
    "backtest.run()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Meager four trades in the span of nine years and with zero return? How about if we optimize the parameters a bit?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "5e5f09a4f9c5400da75aab3cf7d6a683",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "HBox(children=(IntProgress(value=0, max=9), HTML(value='')))"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\r",
      "CPU times: user 187 ms, sys: 36.2 ms, total: 223 ms\n",
      "Wall time: 4.05 s\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Start                     2004-08-19 00:00:00\n",
       "End                       2013-03-01 00:00:00\n",
       "Duration                   3116 days 00:00:00\n",
       "Exposure Time [%]                       21.55\n",
       "Equity Final [$]                     22822.75\n",
       "Equity Peak [$]                      23395.59\n",
       "Return [%]                             128.23\n",
       "Buy & Hold Return [%]                  703.46\n",
       "Max. Drawdown [%]                      -18.92\n",
       "Avg. Drawdown [%]                       -3.80\n",
       "Max. Drawdown Duration      778 days 00:00:00\n",
       "Avg. Drawdown Duration       97 days 00:00:00\n",
       "# Trades                                   22\n",
       "Win Rate [%]                            63.64\n",
       "Best Trade [%]                          25.03\n",
       "Worst Trade [%]                         -6.30\n",
       "Avg. Trade [%]                           3.60\n",
       "Max. Trade Duration          63 days 00:00:00\n",
       "Avg. Trade Duration          30 days 00:00:00\n",
       "Profit Factor                            4.75\n",
       "Expectancy [%]                           5.94\n",
       "SQN                                      2.40\n",
       "Sharpe Ratio                             0.45\n",
       "Sortino Ratio                            1.58\n",
       "Calmar Ratio                             0.19\n",
       "_strategy                 System(d_rsi=30,...\n",
       "_equity_curve                          Equ...\n",
       "_trades                       Size  EntryB...\n",
       "dtype: object"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "backtest.optimize(d_rsi=range(10, 35, 5),\n",
    "                  w_rsi=range(10, 35, 5),\n",
    "                  level=range(30, 80, 10))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
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       "  <div class=\"bk-root\" id=\"39ba2a7b-c188-47af-8451-cd77cd951af4\" data-root-id=\"1576\"></div>\n"
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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[2148]},\"SMA(C,50)_2_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1wQgAAwFGKrXBCAACAt9ytcEIAAMDo065wQgAAgE4mr3BCAABAtHivcEIAAAAay69wQgAAwH8dsHBCAAAAsRSxcEIAAMAWZ7FwQgAAgHy5sXBCAABA4guycEIAAABIXrJwQgAAQHlVs3BCAAAA36ezcEIAAMBE+rNwQgAAgKpMtHBCAABAEJ+0cEIAAIBBlrVwQgAAQKfotXBCAAAADTu2cEIAAMByjbZwQgAAgNjftnBCAACAbym4cEIAAEDVe7hwQgAAADvOuHBCAADAoCC5cEIAAADSF7pwQgAAwDdqunBCAACAnby6cEIAAEADD7twQgAAAGlhu3BCAABAmli8cEIAAAAAq7xwQgAAwGX9vHBCAACAy0+9cEIAAEAxor1wQgAAgGKZvnBCAABAyOu+cEIAAAAuPr9wQgAAwJOQv3BCAACA+eK/cEIAAMAq2sBwQgAAgJAswXBCAABA9n7BcEIAAABc0cFwQgAAwMEjwnBCAAAA8xrDcEIAAIC+v8NwQgAAQCQSxHBCAAAAimTEcEIAAEC7W8VwQgAAACGuxXBCAADAhgDGcEIAAIDsUsZwQgAAQFKlxnBCAACAg5zHcEIAAEDp7sdwQgAAAE9ByHBCAADAtJPIcEIAAIAa5shwQgAAwEvdyXBCAACAsS/KcEIAAEAXgspwQgAAAH3UynBCAADA4ibLcEIAAAAUHsxwQgAAwHlwzHBCAACA38LMcEIAAEBFFc1wQgAAAKtnzXBCAABA3F7OcEIAAABCsc5wQgAAwKcDz3BCAACADVbPcEIAAEBzqM9wQgAAgKSf0HBCAABACvLQcEIAAABwRNFwQgAAwNWW0XBCAACAO+nRcEIAAMBs4NJwQgAAgNIy03BCAABAOIXTcEIAAACe19NwQgAAwAMq1HBCAAAANSHVcEIAAMCac9VwQgAAgADG1XBCAABAZhjWcEIAAADMatZwQgAAAGO013BCAADAyAbYcEIAAIAuWdhwQgAAQJSr2HBCAACAxaLZcEIAAEAr9dlwQgAAAJFH2nBCAADA9pnacEIAAIBc7NpwQgAAwI3j23BCAACA8zXccEIAAEBZiNxwQgAAAL/a3HBCAADAJC3dcEIAAABWJN5wQgAAwLt23nBCAACAIcnecEIAAECHG99wQgAAAO1t33BCAABAHmXgcEIAAACEt+BwQgAAwOkJ4XBCAACAT1zhcEIAAEC1ruFwQgAAgOal4nBCAABATPjicEIAAACySuNwQgAAwBed43BCAACAfe/jcEIAAMCu5uRwQgAAgBQ55XBCAABAeovlcEIAAADg3eVwQgAAwEUw5nBCAAAAdyfncEIAAMDceedwQgAAgELM53BCAABAqB7ocEIAAAAOcehwQgAAQD9o6XBCAAAApbrpcEIAAMAKDepwQgAAgHBf6nBCAABA1rHqcEIAAIAHqetwQgAAQG3763BCAAAA003scEIAAMA4oOxwQgAAgJ7y7HBCAADAz+ntcEIAAIA1PO5wQgAAQJuO7nBCAAAAAeHucEIAAMBmM+9wQgAAAJgq8HBCAADA/XzwcEIAAIBjz/BwQgAAAC908XBCAABAYGvycEIAAADGvfJwQgAAwCsQ83BCAACAkWLzcEIAAED3tPNwQgAAgCis9HBCAABAjv70cEIAAAD0UPVwQgAAwFmj9XBCAACAv/X1cEIAAMDw7PZwQgAAgFY/93BCAABAvJH3cEIAAAAi5PdwQgAAwIc2+HBCAAAAuS35cEIAAMAegPlwQgAAgITS+XBCAABA6iT6cEIAAABQd/pwQgAAAOfA+3BCAADATBP8cEIAAICyZfxwQgAAQBi4/HBCAAAAFVT+cEIAAMB6pv5wQgAAgOD4/nBCAADAEfD/cEIAAIB3QgBxQgAAQN2UAHFCAAAAQ+cAcUIAAMCoOQFxQgAAwD+DAnFCAACApdUCcUIAAEALKANxQgAAAHF6A3FCAABAonEEcUIAAAAIxARxQgAAwG0WBXFCAACA02gFcUIAAEA5uwVxQgAAgGqyBnFCAABA0AQHcUIAAAA2VwdxQgAAwJupB3FCAACAAfwHcUIAAMAy8whxQgAAgJhFCXFCAABA/pcJcUIAAABk6glxQgAAwMk8CnFCAAAA+zMLcUIAAMBghgtxQgAAgMbYC3FCAABALCsMcUIAAACSfQxxQgAAACnHDXFCAADAjhkOcUIAAID0aw5xQgAAQFq+DnFCAACAi7UPcUIAAEDxBxBxQgAAAFdaEHFCAADAvKwQcUIAAIAi/xBxQgAAwFP2EXFCAACAuUgScUIAAEAfmxJxQgAAAIXtEnFCAADA6j8TcUIAAAAcNxRxQgAAwIGJFHFCAACA59sUcUIAAEBNLhVxQgAAALOAFXFCAABA5HcWcUIAAABKyhZxQgAAwK8cF3FCAACAFW8XcUIAAEB7wRdxQgAAgKy4GHFCAABAEgsZcUIAAAB4XRlxQgAAwN2vGXFCAACAQwIacUIAAMB0+RpxQgAAgNpLG3FCAABAQJ4bcUIAAACm8BtxQgAAAD06HXFCAADAoowdcUIAAIAI3x1xQgAAQG4xHnFCAAAA1IMecUIAAEAFex9xQgAAAGvNH3FCAADA0B8gcUIAAIA2ciBxQgAAQJzEIHFCAACAzbshcUIAAEAzDiJxQgAAAJlgInFCAADA/rIicUIAAIBkBSNxQgAAwJX8I3FCAACA+04kcUIAAEBhoSRxQgAAAMfzJHFCAADALEYlcUIAAABePSZxQgAAwMOPJnFCAACAKeImcUIAAECPNCdxQgAAAPWGJ3FCAABAJn4ocUIAAACM0ChxQgAAwPEiKXFCAACAV3UpcUIAAEC9xylxQgAAgO6+KnFCAABAVBErcUIAAAC6YytxQgAAwB+2K3FCAACAhQgscUIAAIAcUi1xQgAAQIKkLXFCAAAA6PYtcUIAAMBNSS5xQgAAAH9AL3FCAADA5JIvcUIAAIBK5S9xQgAAQLA3MHFCAAAAFoowcUIAAEBHgTFxQgAAAK3TMXFCAADAEiYycUIAAIB4eDJxQgAAQN7KMnFCAACAD8IzcUIAAEB1FDRxQgAAANtmNHFCAADAQLk0cUIAAICmCzVxQgAAwNcCNnFCAACAPVU2cUIAAECjpzZxQgAAAAn6NnFCAADAbkw3cUIAAACgQzhxQgAAwAWWOHFCAABA0To5cUIAAAA3jTlxQgAAQGiEOnFCAAAAztY6cUIAAMAzKTtxQgAAgJl7O3FCAABA/807cUIAAIAwxTxxQgAAQJYXPXFCAAAA/Gk9cUIAAMBhvD1xQgAAgMcOPnFCAADA+AU/cUIAAIBeWD9xQgAAQMSqP3FCAAAAKv0/cUIAAMCPT0BxQgAAAMFGQXFCAADAJplBcUIAAICM60FxQgAAQPI9QnFCAAAAWJBCcUIAAECJh0NxQgAAAO/ZQ3FCAADAVCxEcUIAAIC6fkRxQgAAQCDRRHFCAACAUchFcUIAAEC3GkZxQgAAAB1tRnFCAADAgr9GcUIAAIDoEUdxQgAAwBkJSHFCAACAf1tIcUIAAEDlrUhxQgAAAEsASXFCAADAsFJJcUIAAADiSUpxQgAAwEecSnFCAACAre5KcUIAAEATQUtxQgAAAHmTS3FCAAAAEN1McUIAAMB1L01xQgAAgNuBTXFCAABAQdRNcUIAAIByy05xQgAAQNgdT3FCAAAAPnBPcUIAAMCjwk9xQgAAgAkVUHFCAADAOgxRcUIAAICgXlFxQgAAQAaxUXFCAAAAbANScUIAAMDRVVJxQgAAAANNU3FCAADAaJ9TcUIAAIDO8VNxQgAAQDREVHFCAAAAmpZUcUIAAEDLjVVxQgAAADHgVXFCAADAljJWcUIAAID8hFZxQgAAQGLXVnFCAACAk85XcUIAAED5IFhxQgAAAF9zWHFCAADAxMVYcUIAAIAqGFlxQgAAwFsPWnFCAACAwWFacUIAAEAntFpxQgAAAI0GW3FCAADA8lhbcUIAAAAkUFxxQgAAwImiXHFCAACA7/RccUIAAEBVR11xQgAAALuZXXFCAABA7JBecUIAAABS415xQgAAwLc1X3FCAACAHYhfcUIAAECD2l9xQgAAgLTRYHFCAABAGiRhcUIAAACAdmFxQgAAwOXIYXFCAACASxticUIAAMB8EmNxQgAAgOJkY3FCAABASLdjcUIAAACuCWRxQgAAwBNcZHFCAAAARVNlcUIAAMCqpWVxQgAAgBD4ZXFCAAAA3JxmcUIAAEANlGdxQgAAAHPmZ3FCAADA2DhocUIAAIA+i2hxQgAAQKTdaHFCAACA1dRpcUIAAEA7J2pxQgAAAKF5anFCAADABsxqcUIAAIBsHmtxQgAAwJ0VbHFCAACAA2hscUIAAEBpumxxQgAAAM8MbXFCAADANF9tcUIAAABmVm5xQgAAwMuobnFCAACAMftucUIAAECXTW9xQgAAAP2fb3FCAABALpdwcUIAAMD5O3FxQgAAgF+OcXFCAABAxeBxcUIAAID213JxQgAAAMJ8c3FCAADAJ89zcUIAAICNIXRxQgAAwL4YdXFCAACAJGt1cUIAAECKvXVxQgAAAPAPdnFCAADAVWJ2cUIAAACHWXdxQgAAwOyrd3FCAACAUv53cUIAAEC4UHhxQgAAAB6jeHFCAAAAtex5cUIAAMAaP3pxQgAAgICRenFCAABA5uN6cUIAAIAX23txQgAAQH0tfHFCAAAA4398cUIAAMBI0nxxQgAAgK4kfXFCAADA3xt+cUIAAIBFbn5xQgAAQKvAfnFCAAAAERN/cUIAAMB2ZX9xQgAAAKhcgHFCAADADa+AcUIAAIBzAYFxQgAAQNlTgXFCAAAAP6aBcUIAAADW74JxQgAAwDtCg3FCAACAoZSDcUIAAEAH54NxQgAAgDjehHFCAABAnjCFcUIAAAAEg4VxQgAAwGnVhXFCAACAzyeGcUIAAMAAH4dxQgAAgGZxh3FCAABAzMOHcUIAAAAyFohxQgAAwJdoiHFCAAAAyV+JcUIAAMAusolxQgAAgJQEinFCAABA+laKcUIAAABgqYpxQgAAQJGgi3FCAAAA9/KLcUIAAMBcRYxxQgAAgMKXjHFCAACAWeGNcUIAAEC/M45xQgAAACWGjnFCAADAitiOcUIAAIDwKo9xQgAAwCEikHFCAACAh3SQcUIAAEDtxpBxQgAAAFMZkXFCAADAuGuRcUIAAADqYpJxQgAAwE+1knFCAACAtQeTcUIAAEAbWpNxQgAAAIGsk3FCAABAsqOUcUIAAAAY9pRxQgAAwH1IlXFCAACA45qVcUIAAEBJ7ZVxQgAAgHrklnFCAABA4DaXcUIAAABGiZdxQgAAwKvbl3FCAACAES6YcUIAAMBCJZlxQgAAgKh3mXFCAABADsqZcUIAAAB0HJpxQgAAwNlumnFCAAAAC2abcUIAAMBwuJtxQgAAgNYKnHFCAABAPF2ccUIAAACir5xxQgAAQNOmnXFCAAAAOfmdcUIAAMCeS55xQgAAgASennFCAABAavCecUIAAICb559xQgAAQAE6oHFCAAAAZ4ygcUIAAMDM3qBxQgAAgDIxoXFCAACAyXqicUIAAEAvzaJxQgAAAJUfo3FCAADA+nGjcUIAAAAsaaRxQgAAwJG7pHFCAACA9w2lcUIAAEBdYKVxQgAAAMOypXFCAABA9KmmcUIAAABa/KZxQgAAwL9Op3FCAACAJaGncUIAAECL86dxQgAAgLzqqHFCAABAIj2pcUIAAACIj6lxQgAAwO3hqXFCAACAUzSqcUIAAMCEK6txQgAAgOp9q3FCAABAUNCrcUIAAAC2IqxxQgAAwBt1rHFCAAAATWytcUIAAMCyvq1xQgAAgBgRrnFCAABAfmOucUIAAEAVra9xQgAAAHv/r3FCAADA4FGwcUIAAIBGpLBxQgAAQKz2sHFCAACA3e2xcUIAAEBDQLJxQgAAAKmSsnFCAADADuWycUIAAIB0N7NxQgAAwKUutHFCAACAC4G0cUIAAEBx07RxQgAAANcltXFCAADAPHi1cUIAAABub7ZxQgAAwNPBtnFCAACAORS3cUIAAECfZrdxQgAAAAW5t3FCAABANrC4cUIAAACcArlxQgAAwAFVuXFCAACAZ6e5cUIAAEDN+blxQgAAgP7wunFCAABAZEO7cUIAAADKlbtxQgAAwC/ou3FCAACAlTq8cUIAAMDGMb1xQgAAgCyEvXFCAABAkta9cUIAAAD4KL5xQgAAwF17vnFCAAAAj3K/cUIAAMD0xL9xQgAAgFoXwHFCAABAwGnAcUIAAAAmvMBxQgAAAL0FwnFCAADAIljCcUIAAICIqsJxQgAAQO78wnFCAACAH/TDcUIAAECFRsRxQgAAAOuYxHFCAADAUOvEcUIAAIC2PcVxQgAAwOc0xnFCAACATYfGcUIAAECz2cZxQgAAABksx3FCAADAfn7HcUIAAACwdchxQgAAwBXIyHFCAACAexrJcUIAAEDhbMlxQgAAAEe/yXFCAABAeLbKcUIAAADeCMtxQgAAwENby3FCAACAqa3LcUIAAEAPAMxxQgAAgED3zHFCAABApknNcUIAAAAMnM1xQgAAwHHuzXFCAACA10DOcUIAAMAIOM9xQgAAgG6Kz3FCAABA1NzPcUIAAAA6L9BxQgAAwJ+B0HFCAAAA0XjRcUIAAMA2y9FxQgAAgJwd0nFCAABAAnDScUIAAABowtJxQgAAQJm503FCAAAA/wvUcUIAAMBkXtRxQgAAgMqw1HFCAABAMAPVcUIAAIBh+tVxQgAAQMdM1nFCAAAALZ/WcUIAAMCS8dZxQgAAgPhD13FCAADAKTvYcUIAAICPjdhxQgAAQPXf2HFCAAAAWzLZcUIAAMDAhNlxQgAAAPJ72nFCAADAV87acUIAAIC9INtxQgAAQCNz23FCAAAAicXbcUIAAEC6vNxxQgAAACAP3XFCAADAhWHdcUIAAEBRBt5xQgAAgIL93nFCAABA6E/fcUIAAABOot9xQgAAwLP033FCAACAGUfgcUIAAMBKPuFxQgAAgLCQ4XFCAABAFuPhcUIAAAB8NeJxQgAAwOGH4nFCAAAAE3/jcUIAAMB40eNxQgAAgN4j5HFCAABARHbkcUIAAACqyORxQgAAQNu/5XFCAAAAQRLmcUIAAMCmZOZxQgAAQHIJ53FCAACAowDocUIAAEAJU+hxQgAAAG+l6HFCAACAOkrpcUIAAMBrQepxQgAAgNGT6nFCAABAN+bqcUIAAACdOOtxQgAAwAKL63FCAAAANILscUIAAMCZ1OxxQgAAgP8m7XFCAABAZXntcUIAAADLy+1xQgAAAGIV73FCAADAx2fvcUIAAIAtuu9xQgAAQJMM8HFCAACAxAPxcUIAAEAqVvFxQgAAAJCo8XFCAADA9frxcUIAAIBbTfJxQgAAwIxE83FCAACA8pbzcUIAAEBY6fNxQgAAAL479HFCAADAI470cUIAAABVhfVxQgAAwLrX9XFCAACAICr2cUIAAECGfPZxQgAAAOzO9nFCAAAAgxj4cUIAAMDoavhxQgAAgE69+HFCAABAtA/5cUIAAIDlBvpxQgAAQEtZ+nFCAAAAsav6cUIAAMAW/vpxQgAAgHxQ+3FCAADArUf8cUIAAIATmvxxQgAAQHns/HFCAAAA3z79cUIAAMBEkf1xQgAAAHaI/nFCAADA29r+cUIAAIBBLf9xQgAAQKd//3FCAAAADdL/cUIAAEA+yQByQgAAAKQbAXJCAADACW4BckIAAIBvwAFyQgAAQNUSAnJCAACABgoDckIAAEBsXANyQgAAANKuA3JCAADANwEEckIAAICdUwRyQgAAwM5KBXJCAACANJ0FckIAAECa7wVyQgAAAABCBnJCAADAZZQGckIAAACXiwdyQgAAwPzdB3JCAACAYjAIckIAAEDIgghyQgAAQF/MCXJCAAAAxR4KckIAAMAqcQpyQgAAgJDDCnJCAABA9hULckIAAIAnDQxyQgAAQI1fDHJCAAAA87EMckIAAMBYBA1yQgAAgL5WDXJCAADA700OckIAAIBVoA5yQgAAQLvyDnJCAAAAIUUPckIAAMCGlw9yQgAAALiOEHJCAADAHeEQckIAAICDMxFyQgAAQOmFEXJCAAAAT9gRckIAAECAzxJyQgAAAOYhE3JCAADAS3QTckIAAICxxhNyQgAAQBcZFHJCAACASBAVckIAAECuYhVyQgAAABS1FXJCAADAeQcWckIAAIDfWRZyQgAAgHajF3JCAABA3PUXckIAAABCSBhyQgAAwKeaGHJCAAAA2ZEZckIAAMA+5BlyQgAAgKQ2GnJCAABACokackIAAABw2xpyQgAAQKHSG3JCAAAAByUcckIAAMBsdxxyQgAAgNLJHHJCAABAOBwdckIAAIBpEx5yQgAAQM9lHnJCAAAANbgeckIAAMCaCh9yQgAAgABdH3JCAADAMVQgckIAAICXpiByQgAAQP34IHJCAAAAY0shckIAAMDInSFyQgAAAPqUInJCAADAX+cickIAAIDFOSNyQgAAQCuMI3JCAABAwtUkckIAAAAoKCVyQgAAwI16JXJCAACA88wlckIAAEBZHyZyQgAAgIoWJ3JCAABA8GgnckIAAABWuydyQgAAwLsNKHJCAACAIWAockIAAMBSVylyQgAAgLipKXJCAABAHvwpckIAAACETipyQgAAwOmgKnJCAAAAG5grckIAAMCA6ityQgAAgOY8LHJCAABATI8sckIAAACy4SxyQgAAQOPYLXJCAAAASSsuckIAAMCufS5yQgAAgBTQLnJCAABAeiIvckIAAICrGTByQgAAQBFsMHJCAAAAd74wckIAAMDcEDFyQgAAgEJjMXJCAADAc1oyckIAAIDZrDJyQgAAQD//MnJCAAAApVEzckIAAMAKpDNyQgAAADybNHJCAADAoe00ckIAAIAHQDVyQgAAQG2SNXJCAAAA0+Q1ckIAAEAE3DZyQgAAAGouN3JCAADAz4A3ckIAAIA10zdyQgAAQJslOHJCAABAMm85ckIAAACYwTlyQgAAwP0TOnJCAACAY2Y6ckIAAMCUXTtyQgAAgPqvO3JCAABAYAI8ckIAAADGVDxyQgAAwCunPHJCAAAAXZ49ckIAAMDC8D1yQgAAgChDPnJCAABAjpU+ckIAAAD05z5yQgAAQCXfP3JCAAAAizFAckIAAMDwg0ByQgAAgFbWQHJCAABAvChBckIAAIDtH0JyQgAAQFNyQnJCAAAAucRCckIAAMAeF0NyQgAAgIRpQ3JCAADAtWBEckIAAIAbs0RyQgAAQIEFRXJCAAAA51dFckIAAMBMqkVyQgAAAH6hRnJCAADA4/NGckIAAIBJRkdyQgAAQK+YR3JCAAAAFetHckIAAEBG4khyQgAAAKw0SXJCAADAEYdJckIAAIB32UlyQgAAQN0rSnJCAACADiNLckIAAEB0dUtyQgAAANrHS3JCAADAPxpMckIAAIClbExyQgAAwNZjTXJCAACAPLZNckIAAECiCE5yQgAAAAhbTnJCAADAba1OckIAAACfpE9yQgAAwAT3T3JCAACAaklQckIAAEDQm1ByQgAAADbuUHJCAABAZ+VRckIAAADNN1JyQgAAwDKKUnJCAABA/i5TckIAAIAvJlRyQgAAQJV4VHJCAAAA+8pUckIAAMBgHVVyQgAAgMZvVXJCAADA92ZWckIAAIBduVZyQgAAQMMLV3JCAAAAKV5XckIAAMCOsFdyQgAAAMCnWHJCAADAJfpYckIAAICLTFlyQgAAQPGeWXJCAAAAV/FZckIAAECI6FpyQgAAAO46W3JCAADAU41bckIAAIC531tyQgAAgFApXXJCAABAtntdckIAAAAczl1yQgAAwIEgXnJCAADAGGpfckIAAIB+vF9yQgAAQOQOYHJCAAAASmFgckIAAMCvs2ByQgAAAOGqYXJCAADARv1hckIAAICsT2JyQgAAQBKiYnJCAA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Kfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3PzOeUm9XKfc/M55Sb1cp9z8znlJvVyn3P32Y7aVRivc/igZZsSAW+D+LVEiUHg/4P6YL4TM66fc/ConkxlXu9z99BC4qCr33PzzEb6X/bvc/xo722pR09z+jeTDEElj3P380zGtNfPc/sJms7OPq9z8LJcOMUeD3PwfyHCzErPc/SaMyYPHd9z9pyROjD1/4P7IrXVwLfPg/g5HHbsed+D8m6F8tn274P0dD9txqX/g/vJvXc/pD+D/3eFFWNJ/4PwpPGC8+zvg/CvwRIdYk+T/M7vn8WAr5P9O9fiPiL/k/TB5/BCY5+T/ZYXwzkkb5P6Bcg1nJUPk/XhKXfuqh+T9Ik7tqxqv5Py54AZGmw/k/vod7x1GC+T+IbFCWgnf5P2mrwgFVJfg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P3AOB6QlGPg/cA4HpCUY+D9wDgekJRj4P1noDlj1Vvg/hqGZHWVh+D+FcJAGc1j4P01cUqtrUfg/vUXrnvhO+D9MCrdysvH4P8m+79VKBfk/DiAHG1oB+T/N82vhNcz4P1Zy2d4qbPk/Yqz6UvsR+j93Xu6JMU36P4jNiwntufo/DNpv49KV+j9P98WbuDn7P8ormy+ygfo/KcVSGu1V+j/Hd+3IFBD7P9UUjEB4Ufs/ojRfG62H+z8l3sXx/8f7P39/Dulz0vw/RHmqOfzS/D8YoWP9IoX8P2FEZiT+xfw/Dzdr5kz3/D+lQZWQy5z9P/yBNi8KH/4/T8A6hK32/T/IcADzTEz+P7hveaKn5f4/ly/zE4qR/z+VfRtYSjP/Pz+Cphvkkv0/0DxEmclU/D9bEcDDcBL8P1sRwMNwEvw/WxHAw3AS/D9bEcDDcBL8P1sRwMNwEvw/WxHAw3AS/D9bEcDDcBL8P1sRwMNwEvw/WxHAw3AS/D9bEcDDcBL8P1sRwMNwEvw/WxHAw3AS/D9bEcDDcBL8P1sRwMNwEvw/WxHAw3AS/D9bEcDDcBL8P1sRwMNwEvw/WxHAw3AS/D8OJb0cNAP8P3vv0voZJvw/qg4cRClp+z+ort/Aomr7P62Z392INvs/svVvC1QO+z/pY6FKi0L6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j9vIfIKAnP6P28h8goCc/o/byHyCgJz+j/ChoZJ4e/5P5F/RQI2Ffo/avlgnVM++j9A4GDzmkz6P6zfKz4un/o/TMPPA0hi+j9toQoDvzv6PwlpbDM+wfo/gLiKSagO+z8tf50fb+f6P6d9UnEMdvs/EM6GgGyH+z+a52duro/7P+QvDNyqGfs/rL8E8hXS+z/vPNCORN37P5qvcYH0Qvs/Af2dcQqg+j/1Sjh4T5P6P/VKOHhPk/o/9Uo4eE+T+j/1Sjh4T5P6P/VKOHhPk/o/9Uo4eE+T+j/1Sjh4T5P6P/VKOHhPk/o/9Uo4eE+T+j/1Sjh4T5P6P/VKOHhPk/o/vLpOFgMD+z92ySOrZyD7P29qi15SVPs/V+uvSi7e+z8pX7untx78P8drSToPxvs/Ibi1eL2T+z8AuehXf2P7P2VZG1b9Kfs/y8hEPYnn+j/ieClon2b6P98Eypkyj/o/3wTKmTKP+j/fBMqZMo/6P98Eypkyj/o/3wTKmTKP+j/fBMqZMo/6P98Eypkyj/o/3wTKmTKP+j/fBMqZMo/6P98Eypkyj/o/3wTKmTKP+j/fBMqZMo/6P98Eypkyj/o/3wTKmTKP+j/fBMqZMo/6P98Eypkyj/o/3wTKmTKP+j/fBMqZMo/6P98Eypkyj/o/3wTKmTKP+j/fBMqZMo/6P98Eypkyj/o/3wTKmTKP+j/fBMqZMo/6P98Eypkyj/o/3wTKmTKP+j/fBMqZMo/6P98Eypkyj/o/CMUUtOJu+j+MWbQI3iP6P0mWUTQo7fk/End6rZ17+j9w54AsXVT6P8hw+oIv3/o/lJr7szj2+j/wCgIz+M76P8EuSAImw/o/ZgavZUsp+z/fszNU3iH7PxYHVXJn+fo/n6E9Zrk/+z+tJaJnzHf7P/tmIJ4+Vfs/0YUW4T9w+j9U8m+fbnP6P1Tyb59uc/o/VPJvn25z+j9U8m+fbnP6P9lphOHQefo/QnQhuamf+j9eWu3EWW/6P8pQLvCJU/o/I3udN8JA+j9VRGaRmhT6P5b7/cXgv/k/FWa6OnSY+T/qGHD5vMD5P+oYcPm8wPk/6hhw+bzA+T/qGHD5vMD5P+oYcPm8wPk/sNe7P97L+T+1IcZrXvX5Pyq3tBoSF/o/k2qfjses+j+NHOkMjNz6P0it9xvt2Po/53k3FhQm+z/+iCZQxEL7P2H+0TdpOvs/K6uwGeAi+z9S/yCSIef6P/R0dcdiO/s/9HR1x2I7+z89cJUnEBb7P/eh0oiZnfo/Tt7H0Rx5+j/sCRLb3aP6P+wJEtvdo/o/swTPc/qQ+z82+HjXj2P7P5+NEqqKf/s/bAFXaNbo+z/UlvA60QT8P8UGwZlOgfw/zduOXy44/D94Cm/FtEX9P8oSU9j7Y/0/j/qhiPte/T+wk7Almlb9P/CHVXIEf/0/UD2IU5x5/T+IUcauo4D9P9DNtLOeMP0/s7QJ5p7E/D9b6tYh7VX9PwecW9cejPw/vOjhuhiZ/D+86OG6GJn8P7zo4boYmfw/vOjhuhiZ/D+Nx/pwCrf8P0RdWQyYTP0/U/mMrkyE/T9sFbJdG7b9P0DUax2Wkv0/Minz+aLJ/T9qQkiAFAH+P2UuXpbwEP4/ALfcA+4F/j/OLs0X9dX9PybAnhk+rv0/J2GUCqRQ/j9USr0RV1r+P/oCaP4Sff4/CDGFcbEu/j+J/VMUKVn+P/qNZPk0s/4/jD7UIEaU/j/6Amj+En3+PzhbLoWBc/4/dgsSRcKD/j8qfdafPo7+PyrV89gQqP4/pzW7WJLI/j/x6DR1mLv+P95OEN8DAP8/vx4BRhHe/j9kL8lrnxr/P3SQxaCN6P4/7/CMIA8J/z8nssRtrib/P/QMz7WpRv8/2+m8MBPR/z8tWCEaGhUAQCfwxUzfMQBAjhkfmyEbAEA0Jjtr9DAAQMaCOa/uHgBA44MV3ExLAEC/PxxZNjkAQMWDG5M/pP8/Mqe5f6bq/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P7j8dREgz/4/uPx1ESDP/j+4/HURIM/+P03YQ9DYxP4/t7a1Wmfp/j+i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       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
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       "  if (root.Bokeh !== undefined) {\n",
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       "    var attempts = 0;\n",
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       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
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     "output_type": "display_data"
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   "source": [
    "backtest.plot()"
   ]
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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Better. While the strategy doesn't perform as well as simple buy & hold, it does so with significantly lower exposure (time in market).\n",
    "\n",
    "In conclusion, to test strategies on multiple time frames, you need to pass in OHLC data in the lowest time frame, then resample it to higher time frames, apply the indicators, then resample back to the lower time frame, filling in the in-betweens.\n",
    "Which is what the function [`backtesting.lib.resample_apply()`](https://kernc.github.io/backtesting.py/doc/backtesting/lib.html#backtesting.lib.resample_apply) does for you."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Learn more by exploring further\n",
    "[examples](https://kernc.github.io/backtesting.py/doc/backtesting/index.html#tutorials)\n",
    "or find more framework options in the\n",
    "[full API reference](https://kernc.github.io/backtesting.py/doc/backtesting/index.html#header-submodules)."
   ]
  }
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